CS 181 has weekly sections to reinforce lecture material with extra explanations and exercises. Solutions are posted after all sections have taken place. Please see the Google Calendar for the section schedule.

Section 5: Midterm Review and Bayesian Inference

Monday, February 27

• PDF

Section 4: Neural Networks

Tuesday, February 21

• PDF
• Solutions

Section 3: Classification

Monday, February 13

• PDF
• Solutions

Section 2: Nonparametric Regression, Probabilistic Linear Regression, MLE, & Model Selection

Monday, February 6

• PDF
• Solutions

Section 0: Statistics Review

Friday, January 20

• STAT 110 Final Review
• STAT 110 Midterm Review
• STAT 111 Final Review (Longform)
• STAT 111 Final Review (Review Sheets)

Section 0: Math Review

Friday, January 20

• Compiled Various Review Sheets
• General Review
• General Review (Solutions)

Section 0: Code Crash Course

Wednesday, January 18

• PDF
• Jupyter Notebook
• Toy Dataset